1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.MA2024★ 1 cited
Distributed Networked Multi-task Learning
Lingzhou Hong, Alfredo Garcia
We consider a distributed multi-task learning scheme that accounts for multiple linear model estimation tasks with heterogeneous and/or correlated data streams. We assume that node…
math.OC2020
Distributed Networked Real-time Learning
Alfredo Garcia, Luochao Wang, Jeff Huang +1
Many machine learning algorithms have been developed under the assumption that data sets are already available in batch form. Yet in many application domains data is only available…
cs.LG2019
Distributed Networked Learning with Correlated Data
Lingzhou Hong, Alfredo Garcia, Ceyhun Eksin
We consider a distributed estimation method in a setting with heterogeneous streams of correlated data distributed across nodes in a network. In the considered approach, linear mod…